Except for Infidelity and Impact Coverage, all metrics depend in some way on the masking of pixels to remove information. When masking pixels, we try to replace the pixel value with some “neutral” value that is expected to remove the original information contained in the pixel.
However, the choice of this neutral value is not obvious [1]}.
We consider three options:
